A Handbook for Data Analysis in the Behaviorial Sciences (eBook, ePUB)

Volume 1: Methodological Issues Volume 2: Statistical Issues
Redaktion: Keren, Gideon; Lewis, Charles

• Format: ePub

Produktbeschreibung

Statistical methodology is often conceived by social scientists in a technical manner; they use it for support rather than for illumination. This two-volume set attempts to provide some partial remedy to the problems that have led to this state of affairs. Both traditional issues, such as analysis of variance and the general linear model, as well as more novel methods like exploratory data analysis, are included. The editors aim to provide an updated survey on different aspects of empirical research and data analysis, facilitate the understanding of the internal logic underlying different methods, and provide novel and broader perspectives beyond what is usually covered in traditional curricula.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 584
• Erscheinungstermin: 14. Januar 2014
• Englisch
• ISBN-13: 9781317759973
• Artikelnr.: 40343899

Autorenporträt

Charles Lewis, Gideon Keren

Inhaltsangabe

Volume I: Methodological Issues. Contents: Preface. Part I: Models and Measurement. W.K. Estes
Mathematical Models in Psychology. N.A. Macmillan
Signal Detection Theory as Data Analysis Method and Psychological Decision Model. N. Cliff
What Is and Isn't Measurement. L.E. Jones
L.M. Koehly
Multidimensional Scaling. G. Shafer
Can the Various Meanings of Probability Be Reconciled? Part II: Methodological Issues. R.C. Serlin
D.K. Lapsley
Rational Appraisal of Psychological Research and the Good-Enough Principle. D. MacKay
The Theoretical Epistemology: A New Perspective on Some Long-Standing Methodological Issues in Psychology. G. Keren
Between- or Within-Subjects Design: A Methodological Dilemma. P.W. Holland
Which Comes First
Cause or Effect? N. Brenner-Golomb
R.A. Fisher's Philosophical Approach to Inductive Inference. Part III: Intuitive Statistics. G. Gigerenzer
The Superego
the Ego
and the Id in Statistical Reasoning. A. Tversky
D. Kahneman
Belief in the Law of Small Numbers. R.M. Dawes
D. Faust
P.E. Meehl
Statistical Prediction Versus Clinical Prediction: Improving What Works. M. Bar-Hillel
W.A. Wagenaar
The Perception of Randomness. P.J. Pashley
On Generating Random Sequences. Part IV: Hypothesis Testing
Power
and Effect Size. A.G. Greenwald
Consequences of Prejudice Against the Null Hypothesis. P. Pollard
How Significant Is Significance? M. Tatsuoka
Effect Size. D.W. Zimmerman
B.D. Zumbo
The Relative Power of Parametric and Nonparametric Statistical Methods. R. Rosenthal
Cumulating Evidence. Volume 2: Statistical Issues. Contents: Preface. Part I: Analysis of Variance and Multiple Regression. M. Tatsuoka
Elements of the General Linear Model. R. Zwick
Pairwise Comparison Procedures for One-Way Analysis of Variance Designs. C. Lewis
Analyzing Means From Repeated Measures Data. G. Keren
A Balanced Approach to Unbalanced Designs. N.M. Timm
MANOVA and MANCOVA: An Overview. J. Cohen
Set Correlation. Part II: Bayesian Statistics. R.L. Winkler
Bayesian Statistics: An Overview. C. Lewis
Bayesian Methods for the Analysis of Variance. Part III: Categorical Data and the Analysis of Frequencies. S.S. Brier
Analysis of Categorical Data. K.L. Delucchi
On the Use and Misuse of Chi-Square. B.S. Everitt
Some Aspects of the Analysis of Categorical Data. Part IV: Other Topics. A.F. Smith
D.A. Prentice
Exploratory Data Analysis. H. Wainer
D. Thissen
Graphical Data Analysis. R.M. Church
Uses of Computers in Psychological Research. G.R. Loftus
Computer Simulation: Some Remarks on Theory in Psychology. R.H. Rushe
J.M. Gottman
Essentials in the Design and Analysis of Time-Series Experiments.